Reproducible routes: reliably navigating the connectome to enrich personalized brain stimulation strategies.

IF 2.4 3区 医学 Q3 NEUROSCIENCES
Frontiers in Human Neuroscience Pub Date : 2024-11-06 eCollection Date: 2024-01-01 DOI:10.3389/fnhum.2024.1477049
Yilin Liu, Mark H Sundman, Chidi Ugonna, Yu-Chin Allison Chen, Jacob M Green, Lisbeth G Haaheim, Hannah M Siu, Ying-Hui Chou
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Abstract

Non-invasive brain stimulation (NIBS) technologies, such as repetitive transcranial magnetic stimulation (rTMS), offer significant therapeutic potential for a growing number of neuropsychiatric conditions. Concurrent with the expansion of this field is the swift evolution of rTMS methodologies, including approaches to optimize stimulation site planning. Traditional targeting methods, foundational to early successes in the field and still widely employed today, include using scalp-based heuristics or integrating structural MRI co-registration to align the transcranial magnetic stimulation (TMS) coil with anatomical landmarks. Recent evidence, however, supports refining and personalizing stimulation sites based on the target's structural and/or functional connectivity profile. These connectomic approaches harness the network-wide neuromodulatory effects of rTMS to reach deeper brain structures while also enabling a greater degree of personalization by accounting for heterogenous network topology. In this study, we acquired baseline multimodal magnetic resonance (MRI) at two time points to evaluate the reliability and reproducibility of distinct connectome-based strategies for stimulation site planning. Specifically, we compared the intra-individual difference between the optimal stimulation sites generated at each time point for (1) functional connectivity (FC) guided targets derived from resting-state functional MRI and (2) structural connectivity (SC) guided targets derived from diffusion tensor imaging. Our findings suggest superior reproducibility of SC-guided targets. We emphasize the necessity for further research to validate these findings across diverse patient populations, thereby advancing the personalization of rTMS treatments.

可重复路线:可靠地导航连接组,丰富个性化脑刺激策略。
非侵入性脑刺激(NIBS)技术,如重复经颅磁刺激(rTMS),为越来越多的神经精神疾病提供了巨大的治疗潜力。随着这一领域的扩展,经颅磁刺激方法也在迅速发展,包括优化刺激部位规划的方法。传统的目标定位方法是该领域早期成功的基础,至今仍被广泛采用,包括使用基于头皮的启发式方法或整合结构磁共振成像(MRI)共定位,将经颅磁刺激(TMS)线圈与解剖标志对准。不过,最近的证据支持根据目标的结构和/或功能连通性特征对刺激部位进行细化和个性化。这些连接组学方法利用了经颅磁刺激对整个网络的神经调节作用,可以到达更深层的大脑结构,同时还能通过考虑异质网络拓扑结构实现更大程度的个性化。在这项研究中,我们在两个时间点采集了基线多模态磁共振成像(MRI),以评估基于连接组的刺激部位规划策略的可靠性和可重复性。具体来说,我们比较了(1)静息态功能磁共振成像得出的功能连通性(FC)引导目标和(2)弥散张量成像得出的结构连通性(SC)引导目标在每个时间点生成的最佳刺激点之间的个体内差异。我们的研究结果表明,SC 引导目标的可重复性更好。我们强调有必要开展进一步研究,在不同患者群体中验证这些发现,从而推进经颅磁刺激治疗的个性化。
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来源期刊
Frontiers in Human Neuroscience
Frontiers in Human Neuroscience 医学-神经科学
CiteScore
4.70
自引率
6.90%
发文量
830
审稿时长
2-4 weeks
期刊介绍: Frontiers in Human Neuroscience is a first-tier electronic journal devoted to understanding the brain mechanisms supporting cognitive and social behavior in humans, and how these mechanisms might be altered in disease states. The last 25 years have seen an explosive growth in both the methods and the theoretical constructs available to study the human brain. Advances in electrophysiological, neuroimaging, neuropsychological, psychophysical, neuropharmacological and computational approaches have provided key insights into the mechanisms of a broad range of human behaviors in both health and disease. Work in human neuroscience ranges from the cognitive domain, including areas such as memory, attention, language and perception to the social domain, with this last subject addressing topics, such as interpersonal interactions, social discourse and emotional regulation. How these processes unfold during development, mature in adulthood and often decline in aging, and how they are altered in a host of developmental, neurological and psychiatric disorders, has become increasingly amenable to human neuroscience research approaches. Work in human neuroscience has influenced many areas of inquiry ranging from social and cognitive psychology to economics, law and public policy. Accordingly, our journal will provide a forum for human research spanning all areas of human cognitive, social, developmental and translational neuroscience using any research approach.
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